Wouter van Heeswijk, PhD – Medium

Wouter van Heeswijk, PhD

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Towards Data Science

Is “Small Data” The Next Big Thing In Data Science?

The next decade will revolve around Data-Centric Artificial Intelligence, predicts AI pioneer Andrew Ng. We may not need million of noisy…

Aug 1, 2022

Is “Small Data” The Next Big Thing In Data Science?

Aug 1, 2022

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Wouter van Heeswijk, PhD
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Towards Data Science

Mass Layoffs in Tech — Is The AI Winter Coming?

Facing economic headwind, tech giants like Amazon, Meta and Twitter cut thousands of jobs. What does that mean for the future of AI?

Nov 19, 2022

Mass Layoffs in Tech — Is The AI Winter Coming?

Nov 19, 2022

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Wouter van Heeswijk, PhD
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Towards Data Science

Data Platforms — Liberate Data From Your Legacy Systems

The potential of data analytics is often held back by ancient and diverse legacy system scattered across the company. However, data and…

Oct 10, 2021

Data Platforms — Liberate Data From Your Legacy Systems

Oct 10, 2021

Wouter van Heeswijk, PhD
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CodeX

Unwrapping the Power of Python: A Quick Guide to Wrappers and Decorators

Extend or modify the behavior of your functions without altering source code

Dec 25, 2023

Unwrapping the Power of Python: A Quick Guide to Wrappers and Decorators

Dec 25, 2023

Wouter van Heeswijk, PhD
in
Towards Data Science

A Marriage of Machine Learning and Optimization Algorithms

How pattern detection and pattern exploitation might elevate each other to a new level

Dec 2, 2023

A Marriage of Machine Learning and Optimization Algorithms

Dec 2, 2023

Wouter van Heeswijk, PhD
in
Towards Data Science

Entropy-Regularized Reinforcement Learning Explained

Learn more reliable, robust, and transferable policies by adding entropy bonuses to your algorithm

Oct 26, 2023

Entropy-Regularized Reinforcement Learning Explained

Oct 26, 2023

Wouter van Heeswijk, PhD
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ILLUMINATION

Ten Lessons In Time Management — A Final Lecture From A Dying Professor

After computer science professor Randy Pausch got diagnosed with a terminal form of cancer, he shared his wisdom on time management in a…

Sep 21, 2023

Ten Lessons In Time Management — A Final Lecture From A Dying Professor

Sep 21, 2023

Wouter van Heeswijk, PhD
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Towards Data Science

Five Ways To Handle Large Action Spaces in Reinforcement Learning

Action spaces, particularly in combinatorial optimization problems, may grow unwieldy in size. This article discusses five strategies to…

Aug 18, 2023

Five Ways To Handle Large Action Spaces in Reinforcement Learning

Aug 18, 2023

Wouter van Heeswijk, PhD
in
Geek Culture

Nailing DataCamp’s Data Scientist Professional Certification

Prepare yourself for the exams DS101, DS201 and the practical exam

May 8, 2023

Nailing DataCamp’s Data Scientist Professional Certification

May 8, 2023

Wouter van Heeswijk, PhD
in
Towards Data Science

Deep Deterministic Policy Gradients (DDPG) Explained

A gradient-based reinforcement learning algorithm to learn deterministic policies for continuous action spaces

Apr 5, 2023

Deep Deterministic Policy Gradients (DDPG) Explained

Apr 5, 2023

Wouter van Heeswijk, PhD

Wouter van Heeswijk, PhD

Assistant professor in Financial Engineering and Operations Research. Writing about reinforcement learning, optimization problems, and data science.

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